Context Attribution on HotpotQA random subset of 10,000 samples
0.024Log-Probability DropRandom
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Randomk=1, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.024 | 0.803 | |
| Randomk=3, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.062 | 0.741 | |
| Randomk=5, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.103 | 0.703 | |
| ContextCitek=1, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.429 | 0.601 | |
| SHAPk=1, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.475 | 0.562 | |
| CAMABk=1, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.521 | 0.509 | |
| ContextCitek=3, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.591 | 0.537 | |
| SHAPk=3, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.614 | 0.471 | |
| ContextCitek=5, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.632 | 0.496 | |
| SHAPk=5, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.648 | 0.453 | |
| CAMABk=3, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.676 | 0.421 | |
| CAMABk=5, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.717 | 0.407 |